Encoding of Numerical Data for Privacy-Preserving Record Linkage. - Lea Demelius; Karl Kreiner; Dieter Hayn; Michael Nitzlnader; Günter Schreier 001 (dHealth, 2020)

Establishing and evaluating trustworthy AI: overview and research challenges. - Dominik Kowald; Sebastian Scher; Viktoria Pammer-Schindler; Peter Müllner; Kerstin Waxnegger; Lea Demelius; Angela Fessl; Maximilian Toller; Inti Gabriel Mendoza Estrada; Ilija Simic; Vedran Sabol; Andreas Trügler; et al. (Frontiers Big Data, 2024)

Privacy, Utility and Fairness: Navigating Trade-offs in Differentially Private Machine Learning. - Lea Demelius (AAAI, 2025)

Recent Advances of Differential Privacy in Centralized Deep Learning: A Systematic Survey. - Lea Demelius; Roman Kern; Andreas Trügler (ACM Comput. Surv., 2025)